Triple

T5607148
Position Surface form Disambiguated ID Type / Status
Subject Liliane Bettencourt E147260 entity
Predicate notableEvent P259 FINISHED
Object Bettencourt affair
The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
E536938 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bettencourt affair | Statement: [Liliane Bettencourt, notableEvent, Bettencourt affair]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bettencourt affair
Context triple: [Liliane Bettencourt, notableEvent, Bettencourt affair]
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Profumo affair
    The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
  • C. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • D. Thornton Affair
    The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
  • E. Caroline affair
    The Caroline affair was a diplomatic crisis between the United States and the British Empire in 1837–1838, sparked by the British destruction of the American steamboat Caroline while it was aiding Canadian rebels.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bettencourt affair
Triple: [Liliane Bettencourt, notableEvent, Bettencourt affair]
Generated description
The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bettencourt affair
Target entity description: The Bettencourt affair was a major French political and financial scandal involving L'Oréal heiress Liliane Bettencourt, allegations of tax evasion, illegal political donations, and influence peddling at the highest levels of the French government.
  • A. Calas affair
    The Calas affair was an 18th-century French legal case involving the wrongful execution of Protestant merchant Jean Calas, which became a symbol of religious intolerance and judicial injustice and inspired Voltaire’s campaign for civil rights and legal reform.
  • B. Profumo affair
    The Profumo affair was a 1963 British political scandal involving Secretary of State for War John Profumo’s relationship with model Christine Keeler, which contributed to the downfall of Prime Minister Harold Macmillan’s government.
  • C. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • D. Thornton Affair
    The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
  • E. Caroline affair
    The Caroline affair was a diplomatic crisis between the United States and the British Empire in 1837–1838, sparked by the British destruction of the American steamboat Caroline while it was aiding Canadian rebels.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020fbb8748190841e5e09db3feef1 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d4465388190b28f47f11e133b6a completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e88680c8190845723f52c060fb7 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7b889c81909db7cb4baf40ed80 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:39 p.m.